온대자포니카 벼 품종의 등숙기 종자 내 카드뮴 함량에 관한 전장유전체연관분석
Objective of this study was to investigate the difference of cadmium (Cd) levels in rice grains from non-polluted fields and to define the gene associated with Cd uptake for producing safety food. Cd was analyzed by Inductively Coupled Plasma Mass Spectrometer (ICP-MS). The average concentration of...
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Published in | Korean journal of breeding Vol. 48; no. 4; pp. 470 - 485 |
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Main Authors | , , , , , , , , |
Format | Journal Article |
Language | Korean |
Published |
한국육종학회
31.12.2016
The Korean Breeding Society |
Subjects | |
Online Access | Get full text |
ISSN | 0250-3360 2287-5174 |
DOI | 10.9787/KJBS.2016.48.4.470 |
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Abstract | Objective of this study was to investigate the difference of cadmium (Cd) levels in rice grains from non-polluted fields and to define the gene associated with Cd uptake for producing safety food. Cd was analyzed by Inductively Coupled Plasma Mass Spectrometer (ICP-MS). The average concentration of Cd in rice grains was 0.943 μg/kg and Cd levels ranged from 0.050 to 5.699 μg/kg. Genome-Wide Association study (GWAS) based on phenotype data for Cd levels was performed. However, results of GWAS were affected by subpopulation structure and caused false positive. Therefore, GWAS for rice ecotypes (temperate Japonica, tropical Japonica, Indica, Aus, Aromatic, and Admixture) was performed to minimize false positive. GWAS results showed that Os01g0611300, Os01g0611900, Os01g0611950, Os01g0612000, Os01g0612200, Os11g0444400, Os11g0444700, Os11g0444800, and Os11g0444900 genes have significant correlation with Cd levels in rice grains. The sequences of these genes were compared to sequence positions of each other gene (haplotype analysis). According to the results of haplotype analysis, Cd levels of non-synonymous group were higher than other groups and sequence of non-synonymous group was similar to that of Indica. These results were corresponding to the previous research result that Cd levels of Indica were higher than Japonica. Therefore, candidate genes detected through GWAS need to be examined by knock-out or cross breeding. |
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AbstractList | 본 연구는 비오염지 논에서 재배된 벼 품종 280점의 카드뮴함량의 차이를 조사하고 카드뮴 함량과 관련된 유전자를 확인하고자 수행하였다. 벼 종자를 산분해법으로 전처리 한 뒤 유도결합플라즈마질량분석기(ICP-MS)로 카드뮴 함량을 분석한 결과평균 0.943 (0.050~5.699) ㎍/㎏ 수준이었다. 그리고 국내외에서 수집한 유전자원 280점을 선발하여 생태형 (온대자포니카, 열대자포니카, 인디카, Aus, Aromatic 및 Admixture) 별로 구분한 뒤, 전장유전체(whole genome)에 대한 유전자 분석 및 각각의 염색체에 대한 단일염기다형성(SNP)을 분석한 후 온대자포니카 계통 182점의 등숙기 종자 내 카드뮴 함량을 전장유전체분석하여 카드뮴과 연관된 후보유전자를 확인하였다. 그리고Os01g0611300, Os01g0611900, Os01g0611950, Os01g0612 000, Os01g0612200, Os11g0444400, Os11g0444700, Os11g 0444800 및 Os11g0444900 등의 후보유전자가 쌀알 중의 카드뮴 함량과 강한 상관관계가 있음을 확인하였다. 후보유전자들에대한 haplotype 분석 결과 온대자포니카 임에도 allele들을 갖는염색체 1번의 9개 품종과 염색체 11번의 33개 품종은 인디카에서 유래되어 온 품종들일 가능성이 높을 것으로 판단되었고, 인디카가 대체적으로 자포니카에 비해 등숙기 종자 내 카드뮴함량이 높다는 기존의 보고들과 유사하였다. Objective of this study was to investigate the difference of cadmium (Cd) levels in rice grains from non-polluted fields and to define the gene associated with Cd uptake for producing safety food. Cd was analyzed by Inductively Coupled Plasma Mass Spectrometer (ICP-MS). The average concentration of Cd in rice grains was 0.943 ㎍/㎏ and Cd levels ranged from 0.050 to 5.699 ㎍/㎏. Genome-Wide Association study (GWAS) based on phenotype data for Cd levels was performed. However, results of GWAS were affected by subpopulation structure and caused false positive. Therefore, GWAS for rice ecotypes (temperate Japonica, tropical Japonica, Indica, Aus, Aromatic, and Admixture) was performed to minimize false positive. GWAS results showed that Os01g0611300, Os01g0611900, Os01g0611950, Os01g0612000, Os01g0612200, Os11g0444400, Os11g0444700, Os11g0444800, and Os11g0444900 genes have significant correlation with Cd levels in rice grains. The sequences of these genes were compared to sequence positions of each other gene (haplotype analysis). According to the results of haplotype analysis, Cd levels of non-synonymous group were higher than other groups and sequence of non-synonymous group was similar to that of Indica. These results were corresponding to the previous research result that Cd levels of Indica were higher than Japonica. Therefore, candidate genes detected through GWAS need to be examined by knock-out or cross breeding. KCI Citation Count: 1 Objective of this study was to investigate the difference of cadmium (Cd) levels in rice grains from non-polluted fields and to define the gene associated with Cd uptake for producing safety food. Cd was analyzed by Inductively Coupled Plasma Mass Spectrometer (ICP-MS). The average concentration of Cd in rice grains was 0.943 μg/kg and Cd levels ranged from 0.050 to 5.699 μg/kg. Genome-Wide Association study (GWAS) based on phenotype data for Cd levels was performed. However, results of GWAS were affected by subpopulation structure and caused false positive. Therefore, GWAS for rice ecotypes (temperate Japonica, tropical Japonica, Indica, Aus, Aromatic, and Admixture) was performed to minimize false positive. GWAS results showed that Os01g0611300, Os01g0611900, Os01g0611950, Os01g0612000, Os01g0612200, Os11g0444400, Os11g0444700, Os11g0444800, and Os11g0444900 genes have significant correlation with Cd levels in rice grains. The sequences of these genes were compared to sequence positions of each other gene (haplotype analysis). According to the results of haplotype analysis, Cd levels of non-synonymous group were higher than other groups and sequence of non-synonymous group was similar to that of Indica. These results were corresponding to the previous research result that Cd levels of Indica were higher than Japonica. Therefore, candidate genes detected through GWAS need to be examined by knock-out or cross breeding. |
Author | 김경진(Gyeong-Jin Kim) 김원일(Won-Il Kim) 이상범(Sang-Beom Lee) 박상원(Sang-Won Park) 문병철(Byeong-Churl Moon) 윤민영(Min-Young Yoon) 류지혁(Ji-Hyock Yoo) 김규원(Kyu-Won Kim) 박용진(Yong-Jin Park) |
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Notes | http://dx.doi.org/10.9787/KJBS.2016.48.4.470 G704-000329.2016.48.4.010 |
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Snippet | Objective of this study was to investigate the difference of cadmium (Cd) levels in rice grains from non-polluted fields and to define the gene associated with... 본 연구는 비오염지 논에서 재배된 벼 품종 280점의 카드뮴함량의 차이를 조사하고 카드뮴 함량과 관련된 유전자를 확인하고자 수행하였다. 벼 종자를 산분해법으로 전처리 한 뒤 유도결합플라즈마질량분석기(ICP-MS)로 카드뮴 함량을 분석한 결과평균 0.943 (0.050~5.699)... |
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TableOfContents | 1. 서언 2. 재료 및 방법 3. 결과 및 고찰 4. 적요 5. 사사 |
Title | 온대자포니카 벼 품종의 등숙기 종자 내 카드뮴 함량에 관한 전장유전체연관분석 |
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